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SIGMA 22 (2026), 049, 34 pages arXiv:2412.04579
https://doi.org/10.3842/SIGMA.2026.049
Solvable Families of Random Block Tridiagonal Matrices
Brian Rider a and Benedek Valkó b
a) Department of Mathematics, Temple University, Philadelphia, PA, USA
b) Department of Mathematics, University of Wisconsin - Madison, Madison, WI, USA
Received November 05, 2025, in final form April 23, 2026; Published online May 14, 2026
Abstract
We introduce two families of random tridiagonal block matrices for which the joint eigenvalue distributions can be computed explicitly. These distributions are novel within random matrix theory, and exhibit interactions among eigenvalue coordinates beyond the typical mean-field log-gas type. Leveraging the matrix models, we go on to describe the point process limits at the edges of the spectrum in two ways: through certain random differential operators, and also in terms of coupled systems of diffusions. Along the way we establish several algebraic identities involving sums of Vandermonde determinant products.
Key words: random matrices; beta-ensembles; eigenvalue distribution.
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References
- Bartlett M.S., On the theory of statistical regression, Proc. Roy. Soc. Edinburgh 53 (1933), 260-283.
- Bloemendal A., Virág B., Limits of spiked random matrices II, Ann. Probab. 44 (2016), 2726-2769, arXiv:1109.3704.
- Damanik D., Pushnitski A., Simon B., The analytic theory of matrix orthogonal polynomials, Surv. Approx. Theory 4 (2008), 1-85, arXiv:0711.2703.
- Dette H., Reuther B., Random block matrices and matrix orthogonal polynomials, J. Theoret. Probab. 23 (2010), 378-400, arXiv:0809.4601.
- Di Francesco P., Saleur H., Zuber J.B., Critical Ising correlation functions in the plane and on the torus, Nuclear Phys. B 290 (1987), 527-581.
- Dumitriu I., Edelman A., Matrix models for beta ensembles, J. Math. Phys. 43 (2002), 5830-5847, arXiv:math-ph/0206043.
- Edelman A., Sutton B.D., From random matrices to stochastic operators, J. Stat. Phys. 127 (2007), 1121-1165, arXiv:math-ph/0607038.
- Forrester P.J., Log-gases and random matrices, Lond. Math. Soc. Ser., Vol. 34, Princeton University Press, Princeton, NJ, 2010.
- Fröhlich J., Götschmann R., Marchetti P.A., The effective gauge field action of a system of non-relativistic electrons, Comm. Math. Phys. 173 (1995), 417-452.
- Gamboa F., Nagel J., Rouault A., Sum rules and large deviations for spectral matrix measures, Bernoulli 25 (2019), 712-741, arXiv:1601.08135.
- Gamboa F., Nagel J., Rouault A., Large deviations and a new sum rule for spectral matrix measures of the Jacobi ensemble, Random Matrices Theory Appl. 10 (2021), 2150008, 36 pages, arXiv:1811.06311.
- Guhlich M., Nagel J., Dette H., Random block matrices generalizing the classical Jacobi and Laguerre ensembles, J. Multivariate Anal. 101 (2010), 1884-1897.
- Gunson J., Proof of a conjecture by Dyson in the statistical theory of energy levels, J. Math. Phys. 3 (1962), 752-753.
- Khatri C.G., Rao C.R., Solutions to some functional equations and their applications to characterization of probability distributions, Sankhy=a Ser. A 30 (1968), 167-180.
- Killip R., Nenciu I., Matrix models for circular ensembles, Int. Math. Res. Not. 2004 (2004), 2665-2701, arXiv:math.SP/0410034.
- Killip R., Stoiciu M., Eigenvalue statistics for CMV matrices: from Poisson to clock via random matrix ensembles, Duke Math. J. 146 (2009), 361-399, arXiv:math-ph/0608002.
- Krishnapur M., Rider B., Virág B., Universality of the stochastic Airy operator, Comm. Pure Appl. Math. 69 (2016), 145-199, arXiv:1306.4832.
- Ledoux M., Differential operators and spectral distributions of invariant ensembles from the classical orthogonal polynomials. The continuous case, Electron. J. Probab. 9 (2004), 177-208.
- Luque J.G., Thibon J.Y., Pfaffian and Hafnian identities in shuffle algebras, Adv. in Appl. Math. 29 (2002), 620-646, arXiv:math.CO/0204026.
- Meckes E.S., The random matrix theory of the classical compact groups, Cambridge Tracts in Math., Vol. 218, Cambridge University Press, Cambridge, 2019.
- Moore G., Read N., Nonabelions in the fractional quantum Hall effect, Nuclear Phys. B 360 (1991), 362-396.
- Rains E.M., Images of eigenvalue distributions under power maps, Probab. Theory Related Fields 125 (2003), 522-538, arXiv:math.PR/0008079.
- Ramírez J.A., Rider B., Diffusion at the random matrix hard edge, Comm. Math. Phys. 288 (2009), 887-906, arXiv:0803.2043.
- Ramírez J.A., Rider B., Spiking the random matrix hard edge, Probab. Theory Related Fields 169 (2017), 425-467, arXiv:1506.04988.
- Ramírez J.A., Rider B., Virág B., Beta ensembles, stochastic Airy spectrum, and a diffusion, J. Amer. Math. Soc. 24 (2011), 919-944, arXiv:math.PR/0607331.
- Shcherbina M., Shcherbina T., Universality for 1d random band matrices, Comm. Math. Phys. 385 (2021), 667-716, arXiv:1910.02999.
- Sylvester J., On a certain fundamental theorem of determinants, Phil. Mag. 2 (1851), 142-145.
- Trotter H.F., Eigenvalue distributions of large Hermitian matrices; Wigner's semicircle law and a theorem of Kac, Murdock, and Szegő, Adv. Math. 54 (1984), 67-82.
- Valkó B., Virág B., Continuum limits of random matrices and the Brownian carousel, Invent. Math. 177 (2009), 463-508, arXiv:0712.2000.
- Valkó B., Virág B., The Sine$_\beta$ operator, Invent. Math. 209 (2017), 275-327, arXiv:1604.04381.
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